| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Energy Prediction | rMD17 | Aspirin MAE (meV)2.1 | 10 | |
| Markdown conversion | MD 82 images (val) | F1 Score86.71 | 5 | |
| SCF convergence | MD17 ethanol | Avg Iteration Reduction68.6 | 3 | |
| Hamiltonian Dynamics Modeling | MD 16 particles | Rec MSE (10^-7)5.78 | 2 | |
| Hamiltonian Dynamics Modeling | MD 4 particles | Rec MSE (10^-7)23.41 | 2 |